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Communication-Memory-Efficient Decentralized Learning For Audio Representation
Smartphones and wearable devices produce a wealth of audio data, which cannot be accumulated in a centralized repository for learning …
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Contrastive Learning for improving End-to-end Speaker Verification
Speaker verification involves examining the speech signal to authenticate the claim of a speaker as true or false. Deep neural networks …
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Diversified Point Cloud Classification Using Personalized Federated Learning
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Effective Phase Encoding for End-To-End Speaker Verification
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Efficient Client Contribution Evaluation for Horizontal Federated Learning
In federated learning (FL), fair and accurate measurement of the contribution of each federated participant is of great significance. …
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Enhancing Data-Free Adversarial Distillation with Activation Regularization and Virtual Interpolation
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Enhancing Neural Architecture Search by Upgrading Weak Components
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Federated Learning with Dynamic Transformer for Text to Speech
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ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform
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Joint Intent Detection and Slot Filling Based on Continual Learning Model
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